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cs.LG2026
Grow-Prune-Freeze Networks: Adaptive & Continual Learning Technique for Olfactory Navigation
Kordel K. France, Ovidiu Daescu
Training data for olfaction is scattered through disparate, non-standardized datasets that limit the ability to build representative world models. Olfactory navigation is a highly…
cs.LG2026
BiScale-GTR: Fragment-Aware Graph Transformers for Multi-Scale Molecular Representation Learning
Yi Yang, Ovidiu Daescu
Fragment-level representations provide a natural way to capture recurring molecular substructures and reuse their learned representations across molecules. However, a shared fragme…